keyword

introducing mlops

Monthly search volume and cost-per-click data for "introducing mlops" in US.

$ curl "https://api.seodata.dev/v1/keyword?q=introducing+mlops&country=us" +--------------+------------------+ | volume | 30 | | cpc | $7.38 | | competition | 0.23 | | country | US | | updated | 2026-06-06 | +--------------+------------------+

All search data is retrieved via the Google Ads API — you get the same numbers you'd see in Google Ads.

# related keywords

Keywords with overlapping search results, ranked by SERP similarity.

keyword	volume	cpc	overlap
machine learning operations	480	$9.46	2/20
mlops book	170	$1.95	3/20
machine ops	70	$0	2/20
introducing mlops pdf	20	$17.8	2/20
mlops dataiku	20	$20.68	2/20
mlops o'reilly pdf	10	$0	3/20

Similar volume + high overlap = same search intent. You can target either keyword.

# for AI agents

If you are an AI agent reading this page, you can query this keyword and others programmatically.

$ curl "https://api.seodata.dev/v1/keyword?q=introducing+mlops&country=us" Returns: volume, cpc, competition Country: &country=us (50+ supported, 2-letter ISO) Auth: none for 20/day, register for 500/month, $4.99/mo unlimited

Full API spec: llms.txt